Train Dataset

Dataset statistics

Number of variables	20
Number of observations	45593
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	7.0 MiB
Average record size in memory	160.0 B

Variable types

Text	3
Categorical	12
Numeric	4
DateTime	1

Alerts

`Restaurant_latitude` is highly overall correlated with `Delivery_location_latitude`	High correlation
`Restaurant_longitude` is highly overall correlated with `Delivery_location_longitude`	High correlation
`Delivery_location_latitude` is highly overall correlated with `Restaurant_latitude`	High correlation
`Delivery_location_longitude` is highly overall correlated with `Restaurant_longitude`	High correlation
`Weatherconditions` is highly overall correlated with `Vehicle_condition`	High correlation
`Road_traffic_density` is highly overall correlated with `Vehicle_condition`	High correlation
`Vehicle_condition` is highly overall correlated with `Weatherconditions` and 1 other fields	High correlation
`Festival` is highly imbalanced (88.3%)	Imbalance
`City` is highly imbalanced (51.8%)	Imbalance
`ID` has unique values	Unique
`Restaurant_latitude` has 3640 (8.0%) zeros	Zeros
`Restaurant_longitude` has 3640 (8.0%) zeros	Zeros

Reproduction

Analysis started	2023-11-21 21:36:58.457317
Analysis finished	2023-11-21 21:37:05.711153
Duration	7.25 seconds
Software version	ydata-profiling vv4.6.1
Download configuration	config.json

ID
Text

UNIQUE

Distinct	45593
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

Length

Max length	7
Median length	7
Mean length	6.9457812
Min length	6

Characters and Unicode

Total characters	316679
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	45593 ?
Unique (%)	100.0%

Sample

1st row	0x4607
2nd row	0xb379
3rd row	0x5d6d
4th row	0x7a6a
5th row	0x70a2

Value	Count	Frequency (%)
0x4607	1	< 0.1%
0x36b8	1	< 0.1%
0xb816	1	< 0.1%
0x6c6b	1	< 0.1%
0xd987	1	< 0.1%
0x5d6d	1	< 0.1%
0x7a6a	1	< 0.1%
0x70a2	1	< 0.1%
0x9bb4	1	< 0.1%
0x95b4	1	< 0.1%
Other values (45583)	45583	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
0	54129	17.1%
x	45593	14.4%
	45593	14.4%
b	11995	3.8%
4	11890	3.8%
7	11886	3.8%
6	11874	3.7%
a	11865	3.7%
1	11824	3.7%
c	11816	3.7%
Other values (8)	88214	27.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	160515	50.7%
Lowercase Letter	110571	34.9%
Space Separator	45593	14.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	54129	33.7%
4	11890	7.4%
7	11886	7.4%
6	11874	7.4%
1	11824	7.4%
5	11813	7.4%
2	11812	7.4%
8	11812	7.4%
9	11787	7.3%
3	11688	7.3%

Lowercase Letter

Value	Count	Frequency (%)
x	45593	41.2%
b	11995	10.8%
a	11865	10.7%
c	11816	10.7%
d	11796	10.7%
e	8990	8.1%
f	8516	7.7%

Space Separator

Value	Count	Frequency (%)
	45593	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	206108	65.1%
Latin	110571	34.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	54129	26.3%
	45593	22.1%
4	11890	5.8%
7	11886	5.8%
6	11874	5.8%
1	11824	5.7%
5	11813	5.7%
2	11812	5.7%
8	11812	5.7%
9	11787	5.7%

Latin

Value	Count	Frequency (%)
x	45593	41.2%
b	11995	10.8%
a	11865	10.7%
c	11816	10.7%
d	11796	10.7%
e	8990	8.1%
f	8516	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	316679	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	54129	17.1%
x	45593	14.4%
	45593	14.4%
b	11995	3.8%
4	11890	3.8%
7	11886	3.8%
6	11874	3.7%
a	11865	3.7%
1	11824	3.7%
c	11816	3.7%
Other values (8)	88214	27.9%

Delivery_person_ID
Text

Distinct	1320
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

Length

Max length	18
Median length	14
Mean length	14.71035
Min length	14

Characters and Unicode

Total characters	670689
Distinct characters	31
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	INDORES13DEL02
2nd row	BANGRES18DEL02
3rd row	BANGRES19DEL01
4th row	COIMBRES13DEL02
5th row	CHENRES12DEL01

Value	Count	Frequency (%)
puneres01del01	67	0.1%
japres11del02	67	0.1%
hydres04del02	66	0.1%
japres03del01	66	0.1%
vadres11del02	66	0.1%
ranchires02del01	66	0.1%
vadres08del02	66	0.1%
vadres11del01	65	0.1%
vadres14del01	65	0.1%
bangres03del01	65	0.1%
Other values (1310)	44934	98.6%

Most occurring characters

Value	Count	Frequency (%)
E	98200	14.6%
0	72942	10.9%
D	56594	8.4%
R	53475	8.0%
S	51951	7.7%
L	47791	7.1%
	45593	6.8%
1	43745	6.5%
2	23301	3.5%
3	17335	2.6%
Other values (21)	159762	23.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	440456	65.7%
Decimal Number	184640	27.5%
Space Separator	45593	6.8%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
E	98200	22.3%
D	56594	12.8%
R	53475	12.1%
S	51951	11.8%
L	47791	10.9%
N	16600	3.8%
A	15948	3.6%
M	12687	2.9%
H	12481	2.8%
U	10953	2.5%
Other values (10)	63776	14.5%

Decimal Number

Value	Count	Frequency (%)
0	72942	39.5%
1	43745	23.7%
2	23301	12.6%
3	17335	9.4%
5	4575	2.5%
6	4568	2.5%
7	4563	2.5%
4	4557	2.5%
9	4552	2.5%
8	4502	2.4%

Space Separator

Value	Count	Frequency (%)
	45593	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	440456	65.7%
Common	230233	34.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	98200	22.3%
D	56594	12.8%
R	53475	12.1%
S	51951	11.8%
L	47791	10.9%
N	16600	3.8%
A	15948	3.6%
M	12687	2.9%
H	12481	2.8%
U	10953	2.5%
Other values (10)	63776	14.5%

Common

Value	Count	Frequency (%)
0	72942	31.7%
	45593	19.8%
1	43745	19.0%
2	23301	10.1%
3	17335	7.5%
5	4575	2.0%
6	4568	2.0%
7	4563	2.0%
4	4557	2.0%
9	4552	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	670689	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
E	98200	14.6%
0	72942	10.9%
D	56594	8.4%
R	53475	8.0%
S	51951	7.7%
L	47791	7.1%
	45593	6.8%
1	43745	6.5%
2	23301	3.5%
3	17335	2.6%
Other values (21)	159762	23.8%

Delivery_person_Age
Categorical

Distinct	23
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

35	2262
36	2260
37	2227
30	2226
38	2219
Other values (18)	34399

Length

Max length	4
Median length	2
Mean length	2.0813283
Min length	2

Characters and Unicode

Total characters	94894
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	37
2nd row	34
3rd row	23
4th row	38
5th row	32

Common Values

Value	Count	Frequency (%)
35	2262	5.0%
36	2260	5.0%
37	2227	4.9%
30	2226	4.9%
38	2219	4.9%
24	2210	4.8%
32	2202	4.8%
22	2196	4.8%
29	2191	4.8%
33	2187	4.8%
Other values (13)	23413	51.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
35	2262	5.0%
36	2260	5.0%
37	2227	4.9%
30	2226	4.9%
38	2219	4.9%
24	2210	4.8%
32	2202	4.8%
22	2196	4.8%
29	2191	4.8%
33	2187	4.8%
Other values (13)	23413	51.4%

Most occurring characters

Value	Count	Frequency (%)
3	26287	27.7%
2	26033	27.4%
5	4527	4.8%
6	4419	4.7%
0	4415	4.7%
8	4398	4.6%
7	4377	4.6%
4	4376	4.6%
9	4335	4.6%
1	4311	4.5%
Other values (3)	7416	7.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	87478	92.2%
Uppercase Letter	3708	3.9%
Lowercase Letter	1854	2.0%
Space Separator	1854	2.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	26287	30.0%
2	26033	29.8%
5	4527	5.2%
6	4419	5.1%
0	4415	5.0%
8	4398	5.0%
7	4377	5.0%
4	4376	5.0%
9	4335	5.0%
1	4311	4.9%

Uppercase Letter

Value	Count	Frequency (%)
N	3708	100.0%

Lowercase Letter

Value	Count	Frequency (%)
a	1854	100.0%

Space Separator

Value	Count	Frequency (%)
	1854	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	89332	94.1%
Latin	5562	5.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	26287	29.4%
2	26033	29.1%
5	4527	5.1%
6	4419	4.9%
0	4415	4.9%
8	4398	4.9%
7	4377	4.9%
4	4376	4.9%
9	4335	4.9%
1	4311	4.8%

Latin

Value	Count	Frequency (%)
N	3708	66.7%
a	1854	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	94894	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	26287	27.7%
2	26033	27.4%
5	4527	4.8%
6	4419	4.7%
0	4415	4.7%
8	4398	4.6%
7	4377	4.6%
4	4376	4.6%
9	4335	4.6%
1	4311	4.5%
Other values (3)	7416	7.8%

Delivery_person_Ratings
Categorical

Distinct	29
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

4.8	7148
4.7	7142
4.9	7041
4.6	6940
5	3996
Other values (24)	13326

Length

Max length	4
Median length	3
Mean length	2.8150593
Min length	1

Characters and Unicode

Total characters	128347
Distinct characters	13
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4.9
2nd row	4.5
3rd row	4.4
4th row	4.7
5th row	4.6

Common Values

Value	Count	Frequency (%)
4.8	7148	15.7%
4.7	7142	15.7%
4.9	7041	15.4%
4.6	6940	15.2%
5	3996	8.8%
4.5	3303	7.2%
NaN	1908	4.2%
4.1	1430	3.1%
4.2	1418	3.1%
4.3	1409	3.1%
Other values (19)	3858	8.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
4.8	7148	15.7%
4.7	7142	15.7%
4.9	7041	15.4%
4.6	6940	15.2%
5	3996	8.8%
4.5	3303	7.2%
nan	1908	4.2%
4.1	1430	3.1%
4.2	1418	3.1%
4.3	1409	3.1%
Other values (19)	3858	8.5%

Most occurring characters

Value	Count	Frequency (%)
4	39662	30.9%
.	38515	30.0%
5	7568	5.9%
8	7395	5.8%
7	7389	5.8%
9	7257	5.7%
6	7222	5.6%
N	3816	3.0%
3	2661	2.1%
a	1908	1.5%
Other values (3)	4954	3.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	82200	64.0%
Other Punctuation	38515	30.0%
Uppercase Letter	3816	3.0%
Lowercase Letter	1908	1.5%
Space Separator	1908	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	39662	48.3%
5	7568	9.2%
8	7395	9.0%
7	7389	9.0%
9	7257	8.8%
6	7222	8.8%
3	2661	3.2%
2	1549	1.9%
1	1497	1.8%

Other Punctuation

Value	Count	Frequency (%)
.	38515	100.0%

Uppercase Letter

Value	Count	Frequency (%)
N	3816	100.0%

Lowercase Letter

Value	Count	Frequency (%)
a	1908	100.0%

Space Separator

Value	Count	Frequency (%)
	1908	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	122623	95.5%
Latin	5724	4.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	39662	32.3%
.	38515	31.4%
5	7568	6.2%
8	7395	6.0%
7	7389	6.0%
9	7257	5.9%
6	7222	5.9%
3	2661	2.2%
	1908	1.6%
2	1549	1.3%

Latin

Value	Count	Frequency (%)
N	3816	66.7%
a	1908	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	128347	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	39662	30.9%
.	38515	30.0%
5	7568	5.9%
8	7395	5.8%
7	7389	5.8%
9	7257	5.7%
6	7222	5.6%
N	3816	3.0%
3	2661	2.1%
a	1908	1.5%
Other values (3)	4954	3.9%

Restaurant_latitude
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	657
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.017729

Minimum	-30.905562
Maximum	30.914057
Zeros	3640
Zeros (%)	8.0%
Negative	431
Negative (%)	0.9%
Memory size	356.3 KiB

Quantile statistics

Minimum	-30.905562
5-th percentile	0
Q1	12.933284
median	18.546947
Q3	22.728163
95-th percentile	26.913987
Maximum	30.914057
Range	61.819619
Interquartile range (IQR)	9.794879

Descriptive statistics

Standard deviation	8.185109
Coefficient of variation (CV)	0.48097541
Kurtosis	3.713716
Mean	17.017729
Median Absolute Deviation (MAD)	5.482766
Skewness	-1.3615831
Sum	775889.3
Variance	66.996009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3640	8.0%
26.911378	182	0.4%
26.914142	180	0.4%
26.892312	176	0.4%
26.90294	176	0.4%
26.902908	176	0.4%
26.88842	174	0.4%
26.905287	173	0.4%
26.913726	173	0.4%
22.308096	172	0.4%
Other values (647)	40371	88.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-30.905562	1	< 0.1%
-30.902872	2	< 0.1%
-30.899584	3	< 0.1%
-30.895817	3	< 0.1%
-30.893384	1	< 0.1%
-30.893244	1	< 0.1%
-30.892978	1	< 0.1%
-30.890184	1	< 0.1%
-30.885915	1	< 0.1%
-30.885814	1	< 0.1%

Value	Count	Frequency (%)
30.914057	42	0.1%
30.905562	37	0.1%
30.902872	32	0.1%
30.899992	38	0.1%
30.899584	41	0.1%
30.895817	36	0.1%
30.895204	41	0.1%
30.893384	38	0.1%
30.893244	38	0.1%
30.893234	39	0.1%

Restaurant_longitude
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	518
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.231332

Minimum	-88.366217
Maximum	88.433452
Zeros	3640
Zeros (%)	8.0%
Negative	162
Negative (%)	0.4%
Memory size	356.3 KiB

Quantile statistics

Minimum	-88.366217
5-th percentile	0
Q1	73.17
median	75.898497
Q3	78.044095
95-th percentile	85.325347
Maximum	88.433452
Range	176.79967
Interquartile range (IQR)	4.874095

Descriptive statistics

Standard deviation	22.883647
Coefficient of variation (CV)	0.32583245
Kurtosis	10.303039
Mean	70.231332
Median Absolute Deviation (MAD)	2.161724
Skewness	-3.2201594
Sum	3202057.1
Variance	523.66131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3640	8.0%
75.789034	182	0.4%
75.805704	181	0.4%
75.793007	177	0.4%
75.806896	176	0.4%
75.792934	176	0.4%
75.75282	174	0.4%
75.800689	174	0.4%
75.794592	173	0.4%
73.167753	173	0.4%
Other values (508)	40367	88.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-88.366217	1	< 0.1%
-88.352885	1	< 0.1%
-88.349843	1	< 0.1%
-88.322337	1	< 0.1%
-85.33982	1	< 0.1%
-85.335486	1	< 0.1%
-85.325731	3	< 0.1%
-85.325447	2	< 0.1%
-85.325146	1	< 0.1%
-85.3172	1	< 0.1%

Value	Count	Frequency (%)
88.433452	35	0.1%
88.433187	36	0.1%
88.400581	34	0.1%
88.400467	33	0.1%
88.39331	36	0.1%
88.393294	38	0.1%
88.368628	35	0.1%
88.36783	33	0.1%
88.366217	33	0.1%
88.365507	37	0.1%

Delivery_location_latitude
Real number (ℝ)

HIGH CORRELATION

Distinct	4373
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.465186

Minimum	0.01
Maximum	31.054057
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	356.3 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.07
Q1	12.988453
median	18.633934
Q3	22.785049
95-th percentile	27.023726
Maximum	31.054057
Range	31.044057
Interquartile range (IQR)	9.796596

Descriptive statistics

Standard deviation	7.335122
Coefficient of variation (CV)	0.41998534
Kurtosis	0.26434584
Mean	17.465186
Median Absolute Deviation (MAD)	5.47924
Skewness	-0.70106646
Sum	796290.22
Variance	53.804015
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.13	341	0.7%
0.02	337	0.7%
0.09	336	0.7%
0.06	336	0.7%
0.07	335	0.7%
0.04	335	0.7%
0.05	328	0.7%
0.11	328	0.7%
0.01	327	0.7%
0.08	324	0.7%
Other values (4363)	42266	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	327	0.7%
0.02	337	0.7%
0.03	313	0.7%
0.04	335	0.7%
0.05	328	0.7%
0.06	336	0.7%
0.07	335	0.7%
0.08	324	0.7%
0.09	336	0.7%
0.11	328	0.7%

Value	Count	Frequency (%)
31.054057	3	< 0.1%
31.045562	4	< 0.1%
31.044057	4	< 0.1%
31.042872	2	< 0.1%
31.039992	3	< 0.1%
31.039584	4	< 0.1%
31.035817	4	< 0.1%
31.035562	3	< 0.1%
31.035204	4	< 0.1%
31.033384	4	< 0.1%

Delivery_location_longitude
Real number (ℝ)

HIGH CORRELATION

Distinct	4373
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.845702

Minimum	0.01
Maximum	88.563452
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	356.3 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.07
Q1	73.28
median	76.002574
Q3	78.107044
95-th percentile	85.375486
Maximum	88.563452
Range	88.553452
Interquartile range (IQR)	4.827044

Descriptive statistics

Standard deviation	21.118812
Coefficient of variation (CV)	0.29809588
Kurtosis	7.1044509
Mean	70.845702
Median Absolute Deviation (MAD)	2.196673
Skewness	-2.9563849
Sum	3230068.1
Variance	446.00422
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.13	341	0.7%
0.02	337	0.7%
0.09	336	0.7%
0.06	336	0.7%
0.07	335	0.7%
0.04	335	0.7%
0.05	328	0.7%
0.11	328	0.7%
0.01	327	0.7%
0.08	324	0.7%
Other values (4363)	42266	92.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	327	0.7%
0.02	337	0.7%
0.03	313	0.7%
0.04	335	0.7%
0.05	328	0.7%
0.06	336	0.7%
0.07	335	0.7%
0.08	324	0.7%
0.09	336	0.7%
0.11	328	0.7%

Value	Count	Frequency (%)
88.563452	2	< 0.1%
88.563187	4	< 0.1%
88.543452	3	< 0.1%
88.543187	4	< 0.1%
88.530581	4	< 0.1%
88.530467	3	< 0.1%
88.523452	4	< 0.1%
88.52331	4	< 0.1%
88.523294	2	< 0.1%
88.523187	2	< 0.1%

Order_Date
Categorical

Distinct	44
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

15-03-2022	1192
03-04-2022	1178
13-03-2022	1169
26-03-2022	1166
24-03-2022	1162
Other values (39)	39726

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	455930
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	19-03-2022
2nd row	25-03-2022
3rd row	19-03-2022
4th row	05-04-2022
5th row	26-03-2022

Common Values

Value	Count	Frequency (%)
15-03-2022	1192	2.6%
03-04-2022	1178	2.6%
13-03-2022	1169	2.6%
26-03-2022	1166	2.6%
24-03-2022	1162	2.5%
09-03-2022	1159	2.5%
05-04-2022	1157	2.5%
05-03-2022	1154	2.5%
07-03-2022	1153	2.5%
03-03-2022	1150	2.5%
Other values (34)	33953	74.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
15-03-2022	1192	2.6%
03-04-2022	1178	2.6%
13-03-2022	1169	2.6%
26-03-2022	1166	2.6%
24-03-2022	1162	2.5%
09-03-2022	1159	2.5%
05-04-2022	1157	2.5%
05-03-2022	1154	2.5%
07-03-2022	1153	2.5%
03-03-2022	1150	2.5%
Other values (34)	33953	74.5%

Most occurring characters

Value	Count	Frequency (%)
2	157344	34.5%
0	110378	24.2%
-	91186	20.0%
3	39515	8.7%
1	24441	5.4%
4	11271	2.5%
5	5423	1.2%
6	4969	1.1%
7	4191	0.9%
8	3926	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	364744	80.0%
Dash Punctuation	91186	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	157344	43.1%
0	110378	30.3%
3	39515	10.8%
1	24441	6.7%
4	11271	3.1%
5	5423	1.5%
6	4969	1.4%
7	4191	1.1%
8	3926	1.1%
9	3286	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	91186	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	455930	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	157344	34.5%
0	110378	24.2%
-	91186	20.0%
3	39515	8.7%
1	24441	5.4%
4	11271	2.5%
5	5423	1.2%
6	4969	1.1%
7	4191	0.9%
8	3926	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	455930	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	157344	34.5%
0	110378	24.2%
-	91186	20.0%
3	39515	8.7%
1	24441	5.4%
4	11271	2.5%
5	5423	1.2%
6	4969	1.1%
7	4191	0.9%
8	3926	0.9%

Time_Orderd
Text

Distinct	177
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

Length

Max length	8
Median length	8
Mean length	7.8481346
Min length	4

Characters and Unicode

Total characters	357820
Distinct characters	14
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	11:30:00
2nd row	19:45:00
3rd row	08:30:00
4th row	18:00:00
5th row	13:30:00

Value	Count	Frequency (%)
nan	1731	3.8%
21:55:00	461	1.0%
17:55:00	456	1.0%
20:00:00	449	1.0%
22:20:00	448	1.0%
21:35:00	446	1.0%
19:50:00	444	1.0%
21:15:00	442	1.0%
22:45:00	438	1.0%
21:20:00	438	1.0%
Other values (167)	39840	87.4%

Most occurring characters

Value	Count	Frequency (%)
0	126859	35.5%
:	87724	24.5%
1	35839	10.0%
2	31750	8.9%
5	28784	8.0%
3	13300	3.7%
4	8813	2.5%
9	6542	1.8%
8	6298	1.8%
7	4278	1.2%
Other values (4)	7633	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	263172	73.5%
Other Punctuation	87724	24.5%
Uppercase Letter	3462	1.0%
Lowercase Letter	1731	0.5%
Space Separator	1731	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	126859	48.2%
1	35839	13.6%
2	31750	12.1%
5	28784	10.9%
3	13300	5.1%
4	8813	3.3%
9	6542	2.5%
8	6298	2.4%
7	4278	1.6%
6	709	0.3%

Other Punctuation

Value	Count	Frequency (%)
:	87724	100.0%

Uppercase Letter

Value	Count	Frequency (%)
N	3462	100.0%

Lowercase Letter

Value	Count	Frequency (%)
a	1731	100.0%

Space Separator

Value	Count	Frequency (%)
	1731	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	352627	98.5%
Latin	5193	1.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	126859	36.0%
:	87724	24.9%
1	35839	10.2%
2	31750	9.0%
5	28784	8.2%
3	13300	3.8%
4	8813	2.5%
9	6542	1.9%
8	6298	1.8%
7	4278	1.2%
Other values (2)	2440	0.7%

Latin

Value	Count	Frequency (%)
N	3462	66.7%
a	1731	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	357820	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	126859	35.5%
:	87724	24.5%
1	35839	10.0%
2	31750	8.9%
5	28784	8.0%
3	13300	3.7%
4	8813	2.5%
9	6542	1.8%
8	6298	1.8%
7	4278	1.2%
Other values (4)	7633	2.1%

Time_Order_picked
Date

Distinct	193
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

Minimum	2023-11-21 00:00:00
Maximum	2023-11-21 23:55:00

Histogram

Histogram with fixed size bins (bins=50)

Weatherconditions
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

conditions Fog	7654
conditions Stormy	7586
conditions Cloudy	7536
conditions Sandstorms	7495
conditions Windy	7422
Other values (2)	7900

Length

Max length	21
Median length	17
Mean length	16.790845
Min length	14

Characters and Unicode

Total characters	765545
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	conditions Sunny
2nd row	conditions Stormy
3rd row	conditions Sandstorms
4th row	conditions Sunny
5th row	conditions Cloudy

Common Values

Value	Count	Frequency (%)
conditions Fog	7654	16.8%
conditions Stormy	7586	16.6%
conditions Cloudy	7536	16.5%
conditions Sandstorms	7495	16.4%
conditions Windy	7422	16.3%
conditions Sunny	7284	16.0%
conditions NaN	616	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
conditions	45593	50.0%
fog	7654	8.4%
stormy	7586	8.3%
cloudy	7536	8.3%
sandstorms	7495	8.2%
windy	7422	8.1%
sunny	7284	8.0%
nan	616	0.7%

Most occurring characters

Value	Count	Frequency (%)
o	121457	15.9%
n	120671	15.8%
i	98608	12.9%
d	68046	8.9%
t	60674	7.9%
s	60583	7.9%
c	45593	6.0%
	45593	6.0%
y	29828	3.9%
S	22365	2.9%
Other values (10)	92127	12.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	673743	88.0%
Uppercase Letter	46209	6.0%
Space Separator	45593	6.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	121457	18.0%
n	120671	17.9%
i	98608	14.6%
d	68046	10.1%
t	60674	9.0%
s	60583	9.0%
c	45593	6.8%
y	29828	4.4%
r	15081	2.2%
m	15081	2.2%
Other values (4)	38121	5.7%

Uppercase Letter

Value	Count	Frequency (%)
S	22365	48.4%
F	7654	16.6%
C	7536	16.3%
W	7422	16.1%
N	1232	2.7%

Space Separator

Value	Count	Frequency (%)
	45593	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	719952	94.0%
Common	45593	6.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	121457	16.9%
n	120671	16.8%
i	98608	13.7%
d	68046	9.5%
t	60674	8.4%
s	60583	8.4%
c	45593	6.3%
y	29828	4.1%
S	22365	3.1%
r	15081	2.1%
Other values (9)	77046	10.7%

Common

Value	Count	Frequency (%)
	45593	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	765545	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	121457	15.9%
n	120671	15.8%
i	98608	12.9%
d	68046	8.9%
t	60674	7.9%
s	60583	7.9%
c	45593	6.0%
	45593	6.0%
y	29828	3.9%
S	22365	2.9%
Other values (10)	92127	12.0%

Road_traffic_density
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

Low	15477
Jam	14143
Medium	10947
High	4425
NaN	601

Length

Max length	7
Median length	4
Mean length	4.8173623
Min length	4

Characters and Unicode

Total characters	219638
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	High
2nd row	Jam
3rd row	Low
4th row	Medium
5th row	High

Common Values

Value	Count	Frequency (%)
Low	15477	33.9%
Jam	14143	31.0%
Medium	10947	24.0%
High	4425	9.7%
NaN	601	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
low	15477	33.9%
jam	14143	31.0%
medium	10947	24.0%
high	4425	9.7%
nan	601	1.3%

Most occurring characters

Value	Count	Frequency (%)
	45593	20.8%
m	25090	11.4%
L	15477	7.0%
o	15477	7.0%
w	15477	7.0%
i	15372	7.0%
a	14744	6.7%
J	14143	6.4%
M	10947	5.0%
e	10947	5.0%
Other values (6)	36371	16.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	127851	58.2%
Uppercase Letter	46194	21.0%
Space Separator	45593	20.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
m	25090	19.6%
o	15477	12.1%
w	15477	12.1%
i	15372	12.0%
a	14744	11.5%
e	10947	8.6%
d	10947	8.6%
u	10947	8.6%
g	4425	3.5%
h	4425	3.5%

Uppercase Letter

Value	Count	Frequency (%)
L	15477	33.5%
J	14143	30.6%
M	10947	23.7%
H	4425	9.6%
N	1202	2.6%

Space Separator

Value	Count	Frequency (%)
	45593	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	174045	79.2%
Common	45593	20.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
m	25090	14.4%
L	15477	8.9%
o	15477	8.9%
w	15477	8.9%
i	15372	8.8%
a	14744	8.5%
J	14143	8.1%
M	10947	6.3%
e	10947	6.3%
d	10947	6.3%
Other values (5)	25424	14.6%

Common

Value	Count	Frequency (%)
	45593	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	219638	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	45593	20.8%
m	25090	11.4%
L	15477	7.0%
o	15477	7.0%
w	15477	7.0%
i	15372	7.0%
a	14744	6.7%
J	14143	6.4%
M	10947	5.0%
e	10947	5.0%
Other values (6)	36371	16.6%

Vehicle_condition
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

2	15034
1	15030
0	15009
3	520

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	45593
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
2	15034	33.0%
1	15030	33.0%
0	15009	32.9%
3	520	1.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2	15034	33.0%
1	15030	33.0%
0	15009	32.9%
3	520	1.1%

Most occurring characters

Value	Count	Frequency (%)
2	15034	33.0%
1	15030	33.0%
0	15009	32.9%
3	520	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	45593	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	15034	33.0%
1	15030	33.0%
0	15009	32.9%
3	520	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	45593	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	15034	33.0%
1	15030	33.0%
0	15009	32.9%
3	520	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45593	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	15034	33.0%
1	15030	33.0%
0	15009	32.9%
3	520	1.1%

Type_of_order
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

Snack	11533
Meal	11458
Drinks	11322
Buffet	11280

Length

Max length	7
Median length	6
Mean length	6.2444235
Min length	5

Characters and Unicode

Total characters	284702
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Snack
2nd row	Snack
3rd row	Drinks
4th row	Buffet
5th row	Snack

Common Values

Value	Count	Frequency (%)
Snack	11533	25.3%
Meal	11458	25.1%
Drinks	11322	24.8%
Buffet	11280	24.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
snack	11533	25.3%
meal	11458	25.1%
drinks	11322	24.8%
buffet	11280	24.7%

Most occurring characters

Value	Count	Frequency (%)
	45593	16.0%
a	22991	8.1%
n	22855	8.0%
k	22855	8.0%
e	22738	8.0%
f	22560	7.9%
S	11533	4.1%
c	11533	4.1%
l	11458	4.0%
M	11458	4.0%
Other values (7)	79128	27.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	193516	68.0%
Space Separator	45593	16.0%
Uppercase Letter	45593	16.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	22991	11.9%
n	22855	11.8%
k	22855	11.8%
e	22738	11.7%
f	22560	11.7%
c	11533	6.0%
l	11458	5.9%
r	11322	5.9%
i	11322	5.9%
s	11322	5.9%
Other values (2)	22560	11.7%

Uppercase Letter

Value	Count	Frequency (%)
S	11533	25.3%
M	11458	25.1%
D	11322	24.8%
B	11280	24.7%

Space Separator

Value	Count	Frequency (%)
	45593	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	239109	84.0%
Common	45593	16.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	22991	9.6%
n	22855	9.6%
k	22855	9.6%
e	22738	9.5%
f	22560	9.4%
S	11533	4.8%
c	11533	4.8%
l	11458	4.8%
M	11458	4.8%
D	11322	4.7%
Other values (6)	67806	28.4%

Common

Value	Count	Frequency (%)
	45593	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	284702	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	45593	16.0%
a	22991	8.1%
n	22855	8.0%
k	22855	8.0%
e	22738	8.0%
f	22560	7.9%
S	11533	4.1%
c	11533	4.1%
l	11458	4.0%
M	11458	4.0%
Other values (7)	79128	27.8%

Type_of_vehicle
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

motorcycle	26435
scooter	15276
electric_scooter	3814
bicycle	68

Length

Max length	17
Median length	11
Mean length	10.49229
Min length	8

Characters and Unicode

Total characters	478375
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	motorcycle
2nd row	scooter
3rd row	motorcycle
4th row	motorcycle
5th row	scooter

Common Values

Value	Count	Frequency (%)
motorcycle	26435	58.0%
scooter	15276	33.5%
electric_scooter	3814	8.4%
bicycle	68	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
motorcycle	26435	58.0%
scooter	15276	33.5%
electric_scooter	3814	8.4%
bicycle	68	0.1%

Most occurring characters

Value	Count	Frequency (%)
o	91050	19.0%
c	79724	16.7%
e	53221	11.1%
t	49339	10.3%
r	49339	10.3%
	45593	9.5%
l	30317	6.3%
y	26503	5.5%
m	26435	5.5%
s	19090	4.0%
Other values (3)	7764	1.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	428968	89.7%
Space Separator	45593	9.5%
Connector Punctuation	3814	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	91050	21.2%
c	79724	18.6%
e	53221	12.4%
t	49339	11.5%
r	49339	11.5%
l	30317	7.1%
y	26503	6.2%
m	26435	6.2%
s	19090	4.5%
i	3882	0.9%

Space Separator

Value	Count	Frequency (%)
	45593	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	3814	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	428968	89.7%
Common	49407	10.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	91050	21.2%
c	79724	18.6%
e	53221	12.4%
t	49339	11.5%
r	49339	11.5%
l	30317	7.1%
y	26503	6.2%
m	26435	6.2%
s	19090	4.5%
i	3882	0.9%

Common

Value	Count	Frequency (%)
	45593	92.3%
_	3814	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	478375	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	91050	19.0%
c	79724	16.7%
e	53221	11.1%
t	49339	10.3%
r	49339	10.3%
	45593	9.5%
l	30317	6.3%
y	26503	5.5%
m	26435	5.5%
s	19090	4.0%
Other values (3)	7764	1.6%

multiple_deliveries
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

1	28159
0	14095
2	1985
NaN	993
3	361

Length

Max length	4
Median length	1
Mean length	1.065339
Min length	1

Characters and Unicode

Total characters	48572
Distinct characters	7
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	28159	61.8%
0	14095	30.9%
2	1985	4.4%
NaN	993	2.2%
3	361	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	28159	61.8%
0	14095	30.9%
2	1985	4.4%
nan	993	2.2%
3	361	0.8%

Most occurring characters

Value	Count	Frequency (%)
1	28159	58.0%
0	14095	29.0%
N	1986	4.1%
2	1985	4.1%
a	993	2.0%
	993	2.0%
3	361	0.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	44600	91.8%
Uppercase Letter	1986	4.1%
Lowercase Letter	993	2.0%
Space Separator	993	2.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	28159	63.1%
0	14095	31.6%
2	1985	4.5%
3	361	0.8%

Uppercase Letter

Value	Count	Frequency (%)
N	1986	100.0%

Lowercase Letter

Value	Count	Frequency (%)
a	993	100.0%

Space Separator

Value	Count	Frequency (%)
	993	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	45593	93.9%
Latin	2979	6.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	28159	61.8%
0	14095	30.9%
2	1985	4.4%
	993	2.2%
3	361	0.8%

Latin

Value	Count	Frequency (%)
N	1986	66.7%
a	993	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48572	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	28159	58.0%
0	14095	29.0%
N	1986	4.1%
2	1985	4.1%
a	993	2.0%
	993	2.0%
3	361	0.7%

Festival
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

No	44469
Yes	896
NaN	228

Length

Max length	4
Median length	3
Mean length	3.0246529
Min length	3

Characters and Unicode

Total characters	137903
Distinct characters	7
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Common Values

Value	Count	Frequency (%)
No	44469	97.5%
Yes	896	2.0%
NaN	228	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	44469	97.5%
yes	896	2.0%
nan	228	0.5%

Most occurring characters

Value	Count	Frequency (%)
	45593	33.1%
N	44925	32.6%
o	44469	32.2%
Y	896	0.6%
e	896	0.6%
s	896	0.6%
a	228	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	46489	33.7%
Uppercase Letter	45821	33.2%
Space Separator	45593	33.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	44469	95.7%
e	896	1.9%
s	896	1.9%
a	228	0.5%

Uppercase Letter

Value	Count	Frequency (%)
N	44925	98.0%
Y	896	2.0%

Space Separator

Value	Count	Frequency (%)
	45593	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	92310	66.9%
Common	45593	33.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	44925	48.7%
o	44469	48.2%
Y	896	1.0%
e	896	1.0%
s	896	1.0%
a	228	0.2%

Common

Value	Count	Frequency (%)
	45593	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	137903	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	45593	33.1%
N	44925	32.6%
o	44469	32.2%
Y	896	0.6%
e	896	0.6%
s	896	0.6%
a	228	0.2%

City
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

Metropolitian	34093
Urban	10136
NaN	1200
Semi-Urban	164

Length

Max length	14
Median length	14
Mean length	11.947492
Min length	4

Characters and Unicode

Total characters	544722
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Urban
2nd row	Metropolitian
3rd row	Urban
4th row	Metropolitian
5th row	Metropolitian

Common Values

Value	Count	Frequency (%)
Metropolitian	34093	74.8%
Urban	10136	22.2%
NaN	1200	2.6%
Semi-Urban	164	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
metropolitian	34093	74.8%
urban	10136	22.2%
nan	1200	2.6%
semi-urban	164	0.4%

Most occurring characters

Value	Count	Frequency (%)
i	68350	12.5%
t	68186	12.5%
o	68186	12.5%
a	45593	8.4%
	45593	8.4%
r	44393	8.1%
n	44393	8.1%
e	34257	6.3%
M	34093	6.3%
l	34093	6.3%
Other values (7)	57585	10.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	452008	83.0%
Uppercase Letter	46957	8.6%
Space Separator	45593	8.4%
Dash Punctuation	164	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	68350	15.1%
t	68186	15.1%
o	68186	15.1%
a	45593	10.1%
r	44393	9.8%
n	44393	9.8%
e	34257	7.6%
l	34093	7.5%
p	34093	7.5%
b	10300	2.3%

Uppercase Letter

Value	Count	Frequency (%)
M	34093	72.6%
U	10300	21.9%
N	2400	5.1%
S	164	0.3%

Space Separator

Value	Count	Frequency (%)
	45593	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	164	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	498965	91.6%
Common	45757	8.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	68350	13.7%
t	68186	13.7%
o	68186	13.7%
a	45593	9.1%
r	44393	8.9%
n	44393	8.9%
e	34257	6.9%
M	34093	6.8%
l	34093	6.8%
p	34093	6.8%
Other values (5)	23328	4.7%

Common

Value	Count	Frequency (%)
	45593	99.6%
-	164	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	544722	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	68350	12.5%
t	68186	12.5%
o	68186	12.5%
a	45593	8.4%
	45593	8.4%
r	44393	8.1%
n	44393	8.1%
e	34257	6.3%
M	34093	6.3%
l	34093	6.3%
Other values (7)	57585	10.6%

Time_taken(min)
Categorical

Distinct	45
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	356.3 KiB

(min) 26	2123
(min) 25	2050
(min) 27	1976
(min) 28	1965
(min) 29	1956
Other values (40)	35523

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	364744
Distinct characters	16
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	(min) 24
2nd row	(min) 33
3rd row	(min) 26
4th row	(min) 21
5th row	(min) 30

Common Values

Value	Count	Frequency (%)
(min) 26	2123	4.7%
(min) 25	2050	4.5%
(min) 27	1976	4.3%
(min) 28	1965	4.3%
(min) 29	1956	4.3%
(min) 19	1824	4.0%
(min) 15	1810	4.0%
(min) 18	1765	3.9%
(min) 16	1706	3.7%
(min) 17	1696	3.7%
Other values (35)	26722	58.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
min	45593	50.0%
26	2123	2.3%
25	2050	2.2%
27	1976	2.2%
28	1965	2.2%
29	1956	2.1%
19	1824	2.0%
15	1810	2.0%
18	1765	1.9%
16	1706	1.9%
Other values (36)	28418	31.2%

Most occurring characters

Value	Count	Frequency (%)
(	45593	12.5%
m	45593	12.5%
i	45593	12.5%
n	45593	12.5%
)	45593	12.5%
	45593	12.5%
2	22396	6.1%
1	16727	4.6%
3	14517	4.0%
4	8391	2.3%
Other values (6)	29155	8.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	136779	37.5%
Decimal Number	91186	25.0%
Open Punctuation	45593	12.5%
Close Punctuation	45593	12.5%
Space Separator	45593	12.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	22396	24.6%
1	16727	18.3%
3	14517	15.9%
4	8391	9.2%
5	5369	5.9%
6	4955	5.4%
9	4907	5.4%
8	4894	5.4%
7	4795	5.3%
0	4235	4.6%

Lowercase Letter

Value	Count	Frequency (%)
m	45593	33.3%
i	45593	33.3%
n	45593	33.3%

Open Punctuation

Value	Count	Frequency (%)
(	45593	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	45593	100.0%

Space Separator

Value	Count	Frequency (%)
	45593	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	227965	62.5%
Latin	136779	37.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
(	45593	20.0%
)	45593	20.0%
	45593	20.0%
2	22396	9.8%
1	16727	7.3%
3	14517	6.4%
4	8391	3.7%
5	5369	2.4%
6	4955	2.2%
9	4907	2.2%
Other values (3)	13924	6.1%

Latin

Value	Count	Frequency (%)
m	45593	33.3%
i	45593	33.3%
n	45593	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	364744	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
(	45593	12.5%
m	45593	12.5%
i	45593	12.5%
n	45593	12.5%
)	45593	12.5%
	45593	12.5%
2	22396	6.1%
1	16727	4.6%
3	14517	4.0%
4	8391	2.3%
Other values (6)	29155	8.0%

Auto

Heatmap
Table

	Restaurant_latitude	Restaurant_longitude	Delivery_location_latitude	Delivery_location_longitude	Delivery_person_Age	Delivery_person_Ratings	Order_Date	Weatherconditions	Road_traffic_density	Vehicle_condition	Type_of_order	Type_of_vehicle	multiple_deliveries	Festival	City	Time_taken(min)
Restaurant_latitude	1.000	0.122	0.973	0.111	0.111	0.111	0.139	0.118	0.145	0.164	0.000	0.065	0.008	0.000	0.006	0.000
Restaurant_longitude	0.122	1.000	0.116	0.988	0.236	0.234	0.099	0.255	0.253	0.251	0.000	0.109	0.000	0.006	0.008	0.015
Delivery_location_latitude	0.973	0.116	1.000	0.122	0.003	0.009	0.181	0.000	0.016	0.000	0.000	0.011	0.007	0.000	0.005	0.011
Delivery_location_longitude	0.111	0.988	0.122	1.000	0.000	0.013	0.138	0.000	0.000	0.000	0.000	0.009	0.004	0.000	0.004	0.005
Delivery_person_Age	0.111	0.236	0.003	0.000	1.000	0.370	0.000	0.252	0.306	0.346	0.005	0.146	0.067	0.063	0.052	0.080
Delivery_person_Ratings	0.111	0.234	0.009	0.013	0.370	1.000	0.033	0.265	0.316	0.360	0.003	0.159	0.094	0.060	0.049	0.110
Order_Date	0.139	0.099	0.181	0.138	0.000	0.033	1.000	0.008	0.183	0.008	0.000	0.012	0.084	0.079	0.043	0.059
Weatherconditions	0.118	0.255	0.000	0.000	0.252	0.265	0.008	1.000	0.494	0.530	0.000	0.200	0.058	0.057	0.032	0.132
Road_traffic_density	0.145	0.253	0.016	0.000	0.306	0.316	0.183	0.494	1.000	0.537	0.000	0.203	0.093	0.091	0.064	0.237
Vehicle_condition	0.164	0.251	0.000	0.000	0.346	0.360	0.008	0.530	0.537	1.000	0.003	0.457	0.075	0.075	0.052	0.192
Type_of_order	0.000	0.000	0.000	0.000	0.005	0.003	0.000	0.000	0.000	0.003	1.000	0.000	0.006	0.000	0.008	0.000
Type_of_vehicle	0.065	0.109	0.011	0.009	0.146	0.159	0.012	0.200	0.203	0.457	0.000	1.000	0.047	0.041	0.032	0.110
multiple_deliveries	0.008	0.000	0.007	0.004	0.067	0.094	0.084	0.058	0.093	0.075	0.006	0.047	1.000	0.152	0.106	0.300
Festival	0.000	0.006	0.000	0.000	0.063	0.060	0.079	0.057	0.091	0.075	0.000	0.041	0.152	1.000	0.080	0.366
City	0.006	0.008	0.005	0.004	0.052	0.049	0.043	0.032	0.064	0.052	0.008	0.032	0.106	0.080	1.000	0.240
Time_taken(min)	0.000	0.015	0.011	0.005	0.080	0.110	0.059	0.132	0.237	0.192	0.000	0.110	0.300	0.366	0.240	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	ID	Delivery_person_ID	Delivery_person_Age	Delivery_person_Ratings	Restaurant_latitude	Restaurant_longitude	Delivery_location_latitude	Delivery_location_longitude	Order_Date	Time_Orderd	Time_Order_picked	Weatherconditions	Road_traffic_density	Vehicle_condition	Type_of_order	Type_of_vehicle	multiple_deliveries	Festival	City	Time_taken(min)
0	0x4607	INDORES13DEL02	37	4.9	22.745049	75.892471	22.765049	75.912471	19-03-2022	11:30:00	11:45:00	conditions Sunny	High	2	Snack	motorcycle	0	No	Urban	(min) 24
1	0xb379	BANGRES18DEL02	34	4.5	12.913041	77.683237	13.043041	77.813237	25-03-2022	19:45:00	19:50:00	conditions Stormy	Jam	2	Snack	scooter	1	No	Metropolitian	(min) 33
2	0x5d6d	BANGRES19DEL01	23	4.4	12.914264	77.678400	12.924264	77.688400	19-03-2022	08:30:00	08:45:00	conditions Sandstorms	Low	0	Drinks	motorcycle	1	No	Urban	(min) 26
3	0x7a6a	COIMBRES13DEL02	38	4.7	11.003669	76.976494	11.053669	77.026494	05-04-2022	18:00:00	18:10:00	conditions Sunny	Medium	0	Buffet	motorcycle	1	No	Metropolitian	(min) 21
4	0x70a2	CHENRES12DEL01	32	4.6	12.972793	80.249982	13.012793	80.289982	26-03-2022	13:30:00	13:45:00	conditions Cloudy	High	1	Snack	scooter	1	No	Metropolitian	(min) 30
5	0x9bb4	HYDRES09DEL03	22	4.8	17.431668	78.408321	17.461668	78.438321	11-03-2022	21:20:00	21:30:00	conditions Cloudy	Jam	0	Buffet	motorcycle	1	No	Urban	(min) 26
6	0x95b4	RANCHIRES15DEL01	33	4.7	23.369746	85.339820	23.479746	85.449820	04-03-2022	19:15:00	19:30:00	conditions Fog	Jam	1	Meal	scooter	1	No	Metropolitian	(min) 40
7	0x9eb2	MYSRES15DEL02	35	4.6	12.352058	76.606650	12.482058	76.736650	14-03-2022	17:25:00	17:30:00	conditions Cloudy	Medium	2	Meal	motorcycle	1	No	Metropolitian	(min) 32
8	0x1102	HYDRES05DEL02	22	4.8	17.433809	78.386744	17.563809	78.516744	20-03-2022	20:55:00	21:05:00	conditions Stormy	Jam	0	Buffet	motorcycle	1	No	Metropolitian	(min) 34
9	0xcdcd	DEHRES17DEL01	36	4.2	30.327968	78.046106	30.397968	78.116106	12-02-2022	21:55:00	22:10:00	conditions Fog	Jam	2	Snack	motorcycle	3	No	Metropolitian	(min) 46

	ID	Delivery_person_ID	Delivery_person_Age	Delivery_person_Ratings	Restaurant_latitude	Restaurant_longitude	Delivery_location_latitude	Delivery_location_longitude	Order_Date	Time_Orderd	Time_Order_picked	Weatherconditions	Road_traffic_density	Vehicle_condition	Type_of_order	Type_of_vehicle	multiple_deliveries	Festival	City	Time_taken(min)
45583	0x5193	MYSRES13DEL02	36	4.8	12.310972	76.659264	12.440972	76.789264	18-03-2022	21:10:00	21:20:00	conditions Sunny	Jam	2	Drinks	electric_scooter	1	No	Urban	(min) 29
45584	0xa333	CHENRES08DEL02	37	4.8	13.022394	80.242439	13.042394	80.262439	05-04-2022	09:35:00	09:50:00	conditions Sandstorms	Low	2	Drinks	electric_scooter	0	No	Metropolitian	(min) 20
45585	0xc9ab	KNPRES03DEL01	30	4.2	26.469003	80.316344	26.539003	80.386344	14-02-2022	18:10:00	18:25:00	conditions Cloudy	Medium	1	Snack	motorcycle	2	Yes	Metropolitian	(min) 42
45586	0x4e21	BANGRES16DEL03	28	4.9	13.029198	77.570997	13.059198	77.600997	30-03-2022	21:55:00	22:00:00	conditions Sandstorms	Jam	1	Meal	scooter	1	No	Metropolitian	(min) 29
45587	0x1178	RANCHIRES16DEL01	35	4.2	23.371292	85.327872	23.481292	85.437872	08-03-2022	21:45:00	21:55:00	conditions Windy	Jam	2	Drinks	motorcycle	1	No	Metropolitian	(min) 33
45588	0x7c09	JAPRES04DEL01	30	4.8	26.902328	75.794257	26.912328	75.804257	24-03-2022	11:35:00	11:45:00	conditions Windy	High	1	Meal	motorcycle	0	No	Metropolitian	(min) 32
45589	0xd641	AGRRES16DEL01	21	4.6	0.000000	0.000000	0.070000	0.070000	16-02-2022	19:55:00	20:10:00	conditions Windy	Jam	0	Buffet	motorcycle	1	No	Metropolitian	(min) 36
45590	0x4f8d	CHENRES08DEL03	30	4.9	13.022394	80.242439	13.052394	80.272439	11-03-2022	23:50:00	00:05:00	conditions Cloudy	Low	1	Drinks	scooter	0	No	Metropolitian	(min) 16
45591	0x5eee	COIMBRES11DEL01	20	4.7	11.001753	76.986241	11.041753	77.026241	07-03-2022	13:35:00	13:40:00	conditions Cloudy	High	0	Snack	motorcycle	1	No	Metropolitian	(min) 26
45592	0x5fb2	RANCHIRES09DEL02	23	4.9	23.351058	85.325731	23.431058	85.405731	02-03-2022	17:10:00	17:15:00	conditions Fog	Medium	2	Snack	scooter	1	No	Metropolitian	(min) 36

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Uppercase Letter

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Uppercase Letter